Python Tensorflow 2.1.0-DLL加载失败-windows cpu

TensorFlow 2.1.0安装成功，但TensorFlow导入失败

公开问题：

系统上是否存在位于其他位置/未安装但无法加载的库

复制程序：

1） 创造环境

conda create --name tensorflow21_env

conda activate tensorflow21_env

2） 激活环境

conda create --name tensorflow21_env

conda activate tensorflow21_env

3） 安装

conda install python=3.7

pip安装tensorflow cpu#安装tensorflow=2.1.0

4） 试验

Stacktrace:

    Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
    from tensorflow_core import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
    module = self._load()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
    module = _importlib.import_module(self.__name__)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\importlib\__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.


Failed to load the native TensorFlow runtime.

See https://www.tensorflow.org/install/errors

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

dependency walker确认可以加载所有DLL（）

插件： 依赖步行者的路径

C:\Anaconda3\envs\tensorflow21_env\Lib\site-packages\tensorflow_core\python\_pywrap_tensorflow_internal.pyd

更新：

    Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
    from tensorflow_core import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
    module = self._load()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
    module = _importlib.import_module(self.__name__)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\importlib\__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.


Failed to load the native TensorFlow runtime.

See https://www.tensorflow.org/install/errors

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

我的处理器既不支持AVX也不支持AVX2，因此无法安装tensorflow pip软件包，或者更准确地说，无法导入tensorflow软件包

临时解决方案：

    Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 101, in <module>
    from tensorflow_core import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\__init__.py", line 40, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 50, in __getattr__
    module = self._load()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow\__init__.py", line 44, in _load
    module = _importlib.import_module(self.__name__)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\importlib\__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\__init__.py", line 49, in <module>
    from tensorflow.python import pywrap_tensorflow
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 74, in <module>
    raise ImportError(msg)
ImportError: Traceback (most recent call last):
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow.py", line 58, in <module>
    from tensorflow.python.pywrap_tensorflow_internal import *
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "C:\Anaconda3\envs\tensorflow21_env\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 242, in load_module
    return load_dynamic(name, filename, file)
  File "C:\Anaconda3\envs\tensorflow21_env\lib\imp.py", line 342, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: A dynamic link library (DLL) initialization routine failed.


Failed to load the native TensorFlow runtime.

See https://www.tensorflow.org/install/errors

for some common reasons and solutions.  Include the entire stack trace
above this error message when asking for help.

对于不支持AVX的传统和低端CPU，临时解决方案是为tensorflow安装SSE预构建二进制文件。

---

转到并按照说明安装tensorflow 2.0.0或2.1.0。

尝试以下方法：
卸载使用pip安装的TensorFlow软件包，然后使用conda install TensorFlow重新安装。这可能会起作用！现在您可以毫无问题地导入TensorFlow。我希望这能帮助你

如果您需要更详细的步骤。在这里，您可以执行以下操作。

• 以管理员身份运行anaconda提示符。（右键单击->以管理员身份运行）

• pip卸载tensorflow

• 关闭蟒蛇提示

• 再次以管理员身份运行anaconda提示符

• 类型：
  

  conda安装tensorflow

  
  它将要求一些

  y/n

  
  键入

  y

现在，在完成所有操作之后，将python解释器的环境更改为anaconda环境，在该环境中安装了tensorflow

• 现在尝试导入tensorflow

---

我希望这有帮助

有人试过这个答案吗？我不想在安装tensorflow 2.0时卸载它？我在卸载tensorflow时尝试了conda install tensorflow。（1） 我没有收到TF安装成功的消息（2）当我导入tensorflow时，我收到一个错误ImportError:DLL加载失败：找不到指定的模块。我真的很挣扎，因为我认为这里的指令会帮助我